Articles

numpy for machine learning

Numpy Crash Course for Machine Learning

Learn the minimum numpy needed to get started with machine learning (1h course)

Read More →

python for machine learning

Python Crash Course for Machine Learning

You want to get started with machine learning but you don't know python? You're at the right place! (1h course)

Read More →

screenshot of this blog with perfect jupyter integration

Jupyter Notebooks in Web Pages

Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.

Read More →

choropleth map of the french population, by department

Choropleth Maps in Python (2021)

Create a choropleth map with geoviews and geopandas. Working geoviews installation instructions as of May 2021.

Read More →

real estate transactions displayed on a google map

Show your Data in a Google Map with Python

Create an interactive display for geographical data with python: real-estate prices near Geneva.

Read More →

wagtail logo

Welcome to the New Blog!

This blog is now powered by django and wagtail, and is now hosted at my place. Here's what I did.

Read More →

two robots transfer learning
a dog cosplaying as a cat

Image Recognition: Dogs vs Cats! (92%)

Classify dog and cat pictures with a 92% accuracy with a deep convolutional neural network.

Read More →

data pipeline from sensors to database to visualization

Data pipeline with Docker, InfluxDB, and Grafana

Set up a typical data pipeline as may be used in experimental science and IOT, with Docker, InfluxDB, and Grafana.

Read More →

GPU tu102 block diagram

CUDA kernels in python

Write your own CUDA kernels in python to accelerate your computing on the GPU. Notebook ready to run on the Google Colab platform

Read More →